Chapter 8 Economic Growth I: Capital Accumulation and Population Growth
Modified by Yun Wang Eco 3203 Intermediate Macroeconomics
Florida International University Summer 2017
© 2016 Worth Publishers, all rights reserved
In this chapter, you will learn…
• the closed economy Solow model • how a country’s standard of living depends on its
saving and population growth rates• how to use the “Golden Rule” to find the optimal
saving rate and capital stock
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Why growth matters• Data on infant mortality rates:
• 20% in the poorest 1/5 of all countries• 0.4% in the richest 1/5
• In Pakistan, 85% of people live on less than $2/day.
• One-fourth of the poorest countries have had famines during the past 3 decades.
• Poverty is associated with oppression of women and minorities.
Economic growth raises living standards and reduces poverty….
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Income and poverty in the world selected countries, 2000
0
10
20
30
40
50
60
70
80
90
100
$0 $5,000 $10,000 $15,000 $20,000
Income per capita in dollars
% o
f pop
ulat
ion
livin
g on
$2
per d
ay o
r les
s
Madagascar
India
BangladeshNepal
Botswana
Mexico
ChileS. Korea
Brazil Russian Federation
Thailand
Peru
ChinaKenya
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Why growth matters• Anything that effects the long-run rate of economic
growth – even by a tiny amount – will have huge effects on living standards in the long run.
1,081.4%243.7%85.4%
624.5%169.2%64.0%
2.5%
2.0%
…100 years…50 years…25 years
percentage increase in standard of living after…
annual growth rate of
income per capita
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Why growth matters
• If the annual growth rate of U.S. real GDP per capita had been just one-tenth of one percent higher during the 1990s, the U.S. would have generated an additional $496 billion of income during that decade.
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The lessons of growth theory…can make a positive difference in the lives of hundreds of millions of people.
These lessons help us• understand why poor
countries are poor• design policies that
can help them grow• learn how our own
growth rate is affected by shocks and our government’s policies
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The Solow model• due to Robert Solow,
won Nobel Prize for contributions to the study of economic growth
• a major paradigm:• widely used in policy making• benchmark against which most
recent growth theories are compared
• looks at the determinants of economic growth and the standard of living in the long run
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How Solow model is different from Chapter 3’s model1. K is no longer fixed:
investment causes it to grow, depreciation causes it to shrink
2. L is no longer fixed:population growth causes it to grow
3. the consumption function is simpler
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How Solow model is different from Chapter 3’s model4. no G or T
(only to simplify presentation; we can still do fiscal policy experiments)
5. cosmetic differences
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The production function• In aggregate terms: Y = F (K, L)
• Define: y = Y/L = output per worker k = K/L = capital per worker
• Assume constant returns to scale:zY = F (zK, zL ) for any z > 0
• Pick z = 1/L. Then Y/L = F (K/L, 1) y = F (k, 1) y = f(k) where f(k) = F(k, 1)
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The production functionOutput per worker, y
Capital per worker, k
f(k)
Note: this production function exhibits diminishing MPK.
1MPK = f(k +1) – f(k)
12
The national income identity
• Y = C + I (remember, no G )• In “per worker” terms:
y = c + i where c = C/L and i = I /L
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The consumption function
• s = the saving rate, the fraction of income that is saved
(s is an exogenous parameter)Note: s is the only lowercase variable
that is not equal to its uppercase version divided by L
• Consumption function: c = (1–s)y (per worker)
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Saving and investment
• saving (per worker) = y – c = y – (1–s)y = sy
• National income identity is y = c + i
Rearrange to get: i = y – c = sy (investment = saving, like in chap. 3!)
• Using the results above, i = sy = sf(k)
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Output, consumption, and investment
Output per worker, y
Capital per worker, k
f(k)
sf(k)
k1
y1
i1
c1
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Depreciation
Depreciation per worker, k
Capital per worker, k
k
= the rate of depreciation = the fraction of the capital stock
that wears out each period
1
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Capital accumulation
Change in capital stock = investment – depreciationk = i – k
Since i = sf(k) , this becomes:
k = s f(k) – k
The basic idea: Investment increases the capital stock, depreciation reduces it.
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The equation of motion for k
• The Solow model’s central equation• Determines behavior of capital over time…• …which, in turn, determines behavior of
all of the other endogenous variables because they all depend on k. E.g.,
income per person: y = f(k)consumption per person: c = (1–s) f(k)
k = s f(k) – k
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The steady state
If investment is just enough to cover depreciation [sf(k) = k ], then capital per worker will remain constant:
k = 0.
This occurs at one value of k, denoted k*, called the steady state capital stock.
k = s f(k) – k
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The steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k*
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Moving toward the steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k*
k = sf(k) k
depreciation
k
k1
investment
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Moving toward the steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k* k1
k = sf(k) k
k
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Moving toward the steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k* k1
k = sf(k) k
k
k2
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Moving toward the steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k*
k = sf(k) k
k2
investment
depreciation
k
25
Moving toward the steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k*
k = sf(k) k
k
k2
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Moving toward the steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k*
k = sf(k) k
k2
k
k3
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Moving toward the steady state
Investment and
depreciation
Capital per worker, k
sf(k)
k
k*
k = sf(k) k
k3
Summary:As long as k < k*,
investment will exceed depreciation,
and k will continue to grow toward k*.
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Now you try:
Draw the Solow model diagram, labeling the steady state k*.
On the horizontal axis, pick a value greater than k* for the economy’s initial capital stock. Label it k1.
Show what happens to k over time. Does k move toward the steady state or away from it?
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A numerical example
Production function (aggregate):
1 /2 1 /2( , )Y F K L K L K L
1 /21 /2 1 /2Y K L KL L L
1 /2( )y f k k
To derive the per-worker production function, divide through by L:
Then substitute y = Y/L and k = K/L to get
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A numerical example, cont.
Assume:
• s = 0.3
• = 0.1
• initial value of k = 4.0
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Approaching the steady state: A numerical example
Year k y c i k k 1 4.000 2.000 1.400 0.600 0.400 0.200 2 4.200 2.049 1.435 0.615 0.420 0.195 3 4.395 2.096 1.467 0.629 0.440 0.189
Assumptions: ; 0.3; 0.1; initial 4.0y k s k
4 4.584 2.141 1.499 0.642 0.458 0.184 … 10 5.602 2.367 1.657 0.710 0.560 0.150 … 25 7.351 2.706 1.894 0.812 0.732 0.080 … 100 8.962 2.994 2.096 0.898 0.896 0.002 … 9.000 3.000 2.100 0.900 0.900 0.00032
Exercise: Solve for the steady state
Continue to assume s = 0.3, = 0.1, and y = k 1/2
Use the equation of motion k = s f(k) k
to solve for the steady-state values of k, y, and c.
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Solution to exercise:
def. of steady statek 0
and y k * * 3
eq'n of motion with s f k k k ( *) * 0
using assumed valuesk k0.3 * 0.1 *
*3 * *
k kk
Solve to get: k * 9
Finally, c s y * (1 ) * 0.7 3 2.134
An increase in the saving rate
Investment and
depreciation
k
k
s1 f(k)
*k1
An increase in the saving rate raises investment……causing k to grow toward a new steady state:
s2 f(k)
*k 235
Prediction:
• Higher s higher k*.
• And since y = f(k) , higher k* higher y* .
• Thus, the Solow model predicts that countries with higher rates of saving and investment will have higher levels of capital and income per worker in the long run.
36
International evidence on investment rates and income per person
100
1,000
10,000
100,000
0 5 10 15 20 25 30 35Investment as percentage of output
(average 1960-2000)
Income per person in
2000 (log scale)
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The Golden Rule: Introduction• Different values of s lead to different steady states.
How do we know which is the “best” steady state? • The “best” steady state has the highest possible
consumption per person: c* = (1–s) f(k*).• An increase in s
• leads to higher k* and y*, which raises c* • reduces consumption’s share of income (1–s),
which lowers c*. • So, how do we find the s and k* that maximize c*?
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The Golden Rule capital stockthe Golden Rule level of capital, the steady state value of k
that maximizes consumption.
*goldk
To find it, first express c* in terms of k*:
c* = y* i*
= f (k*) i*
= f (k*) k* In the steady state:
i* = k* because k = 0.
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Then, graph f(k*) and k*, look for the point where the gap between them is biggest.
The Golden Rule capital stocksteady state output and
depreciation
steady-state capital per worker, k*
f(k*)
k*
*goldk
*goldc
* *gold goldi k
* *( )gold goldy f k
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The Golden Rule capital stock
c* = f(k*) k*
is biggest where the slope of the production function equals the slope of the depreciation line:
steady-state capital per worker, k*
f(k*)
k*
*goldk
*goldc
MPK =
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The transition to the Golden Rule steady state• The economy does NOT have a tendency to move
toward the Golden Rule steady state. • Achieving the Golden Rule requires that
policymakers adjust s.• This adjustment leads to a new steady state with
higher consumption. • But what happens to consumption
during the transition to the Golden Rule?
42
Starting with too much capital
then increasing c* requires a fall in s.
In the transition to the Golden Rule, consumption is higher at all points in time.
If goldk k* *
timet0
c
i
y
43
Starting with too little capital
then increasing c* requires an increase in s. Future generations enjoy higher consumption, but the current one experiences an initial drop in consumption.
If goldk k* *
timet0
c
i
y
44
Population growth
• Assume that the population (and labor force) grow at rate n. (n is exogenous.)
• EX: Suppose L = 1,000 in year 1 and the population is growing at 2% per year (n = 0.02).
• Then L = n L = 0.02 1,000 = 20,so L = 1,020 in year 2.
L nL
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Break-even investment• ( + n)k = break-even investment,
the amount of investment necessary to keep k constant.
• Break-even investment includes:• k to replace capital as it wears out
• n k to equip new workers with capital
(Otherwise, k would fall as the existing capital stock would be spread more thinly over a larger population of workers.)
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The equation of motion for k• With population growth,
the equation of motion for k is
break-even investment
actual investment
k = s f(k) ( + n) k
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The Solow model diagram
Investment, break-even investment
Capital per worker, k
sf(k)
( + n ) k
k*
k = s f(k) ( +n)k
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The impact of population growth
Investment, break-even investment
Capital per worker, k
sf(k)
( +n1) k
k1*
( +n2) k
k2*
An increase in n causes an increase in break-even investment,leading to a lower steady-state level of k.
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Prediction:
• Higher n lower k*.
• And since y = f(k) , lower k* lower y*.
• Thus, the Solow model predicts that countries with higher population growth rates will have lower levels of capital and income per worker in the long run.
50
International evidence on population growth and income per person
100
1,000
10,000
100,000
0 1 2 3 4 5Population Growth
(percent per year; average 1960-2000)
Income per Person
in 2000 (log scale)
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The Golden Rule with population growthTo find the Golden Rule capital stock, express c* in terms of k*:
c* = y* i*
= f (k* ) ( + n) k*
c* is maximized when MPK = + n
or equivalently, MPK = n
In the Golden Rule steady state, the marginal product of capital net of depreciation equals the population growth rate.
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Alternative perspectives on population growth
The Malthusian Model (1798)• Predicts population growth will outstrip the Earth’s ability to
produce food, leading to the impoverishment of humanity.• Since Malthus, world population has increased sixfold, yet
living standards are higher than ever.• Malthus omitted the effects of technological progress.
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Alternative perspectives on population growth
The Kremerian Model (1993)• Posits that population growth contributes to economic growth. • More people = more geniuses, scientists & engineers, so faster
technological progress.• Evidence, from very long historical periods:
• As world pop. growth rate increased, so did rate of growth in living standards
• Historically, regions with larger populations have enjoyed faster growth.
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1. The Solow growth model shows that, in the long run, a country’s standard of living depends
• positively on its saving rate• negatively on its population growth rate
2. An increase in the saving rate leads to • higher output in the long run• faster growth temporarily • but not faster steady state growth.
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3. If the economy has more capital than the Golden Rule level, then reducing saving will increase consumption at all points in time, making all generations better off. If the economy has less capital than the Golden Rule level, then increasing saving will increase consumption for future generations, but reduce consumption for the present generation.
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